Sergei O. Kuznetsov

National Research University Higher School of Economics — Russia

Computer Science · Physical Sciences

36h-index5.0kcitations252works1.52yr avg
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Research Topics

Rough Sets and Fuzzy Logic(158), Data Mining Algorithms and Applications(96), Data Management and Algorithms(41), Semantic Web and Ontologies(32), Biomedical Text Mining and Ontologies(22)

Publications252 total

On the application of post-quantum digital signatures in national ecosystems and platforms based on lattice theory
Vestnik NSUEM·2025Open Access
Recovery degree constrained equiconcept/pseudo-equiconcept reduction in symmetric formal contexts
International Journal of Approximate Reasoning·2025
Binary relations-preserving incremental pseudo-equiconcept reduction for symmetric formal context
Expert Systems with Applications·2025· 2 cited
Traffic Prediction Based on Formal Concept-Enhanced Federated Graph Learning
IEEE Transactions on Intelligent Transportation Systems·2025· 9 cited
Atomic Patterns for Efficient Computation with Pattern Structures
Lecture notes in computer science·2025
Explainable Document Classification via Concept Whitening and Stable Graph Patterns
IEEE Access·2025Open Access
Opcode-Based Ransomware Detection Using Hybrid Machine Learning Algorithms
2024Open Access
Fairness-Aware Maximal Cliques Identification in Attributed Social Networks With Concept-Cognitive Learning
IEEE Transactions on Computational Social Systems·2024· 5 cited
Interestingness Indices for Building Neural Networks Based on Concept Lattices
Automation and Remote Control·2024
Interestingness Indices for Building Neural Networks Based on Concept Lattice
Automation and Remote Control·2024Open Access
Document Classification via Stable Graph Patterns and Conceptual AMR Graphs
Lecture notes in computer science·2024· 1 citedOpen Access
Data complexity: An FCA-based approach
International Journal of Approximate Reasoning·2023· 8 citedOpen Access
Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2023)
SPIRE - Sciences Po Institutional REpository·2023Open Access
Constructing Decision Quivers
SPIRE - Sciences Po Institutional REpository·2023Open Access
Explainable Document Classification via Pattern Structures
Lecture notes in networks and systems·2023· 1 cited
Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language
Lecture notes in computer science·2023· 3 citedOpen Access
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees
Lecture notes in computer science·2023Open Access
△-Closure Structure for Studying Data Distribution
2022 IEEE International Conference on Data Mining (ICDM)·2022Open Access
Human knowledge models: Learning applied knowledge from the data
PLoS ONE·2022· 5 citedOpen Access
Delta-Closure Structure for Studying Data Distribution
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Amedeo Napoli(10), Dmitry I. Ignatov(9), Jonas Poelmans(8), Mehdi Kaytoue(6), Sergei Obiedkov(5), Guido Dedene(5), Bernhard Ganter(4), Aleksey Buzmakov(4), Boris Galitsky(3), Sébastien Duplessis(2), Camille Roth(2), Mikhail A. Babin(2), Stijn Viaene(2), Leonid Zhukov(2), Tatiana Makhalova(1), Dmitry Gnatyshak(1), Boris Mirkin(1), М. В. Самохин(1), V. G. Blinova(1), D. A. Dobrynin(1)